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The Impact of Early Life Exposure to Air Pollution on the Brain: A Diffusion MRI Study in 10–13‐Year‐Old Children With and Without ADHD Diagnosis
by
Skotak, Krzysztof
, Kossowski, Bartosz
, Mysak, Yarema
, Sitnik‐Warchulska, Katarzyna
, Domagalik, Aleksandra
, Kaczmarek‐Majer, Katarzyna
, Bajada, Claude J.
, Degórska, Anna
, Baumbach, Clemens
, Izydorczyk, Bernadetta
, Szwed, Marcin
, Lipowska, Małgorzata
, Markevych, Iana
, Lewandowska, Paulina
, Grellier, James
in
adolescence
/ Adolescent
/ Air Pollutants - adverse effects
/ air pollution
/ Air Pollution - adverse effects
/ Attention Deficit Disorder with Hyperactivity - diagnostic imaging
/ Attention Deficit Disorder with Hyperactivity - pathology
/ Brain - diagnostic imaging
/ Brain - drug effects
/ Brain - pathology
/ Child
/ childhood
/ developmental neuroscience
/ Diffusion Magnetic Resonance Imaging
/ Diffusion Tensor Imaging
/ DTI
/ DWI
/ environmental neuroscience
/ Female
/ fixel‐based analysis
/ Humans
/ Male
/ neurodevelopment
/ Nitrogen Dioxide - adverse effects
/ Particulate Matter - adverse effects
/ Pregnancy
/ Prenatal Exposure Delayed Effects - diagnostic imaging
/ white matter
/ White Matter - diagnostic imaging
/ White Matter - pathology
2025
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The Impact of Early Life Exposure to Air Pollution on the Brain: A Diffusion MRI Study in 10–13‐Year‐Old Children With and Without ADHD Diagnosis
by
Skotak, Krzysztof
, Kossowski, Bartosz
, Mysak, Yarema
, Sitnik‐Warchulska, Katarzyna
, Domagalik, Aleksandra
, Kaczmarek‐Majer, Katarzyna
, Bajada, Claude J.
, Degórska, Anna
, Baumbach, Clemens
, Izydorczyk, Bernadetta
, Szwed, Marcin
, Lipowska, Małgorzata
, Markevych, Iana
, Lewandowska, Paulina
, Grellier, James
in
adolescence
/ Adolescent
/ Air Pollutants - adverse effects
/ air pollution
/ Air Pollution - adverse effects
/ Attention Deficit Disorder with Hyperactivity - diagnostic imaging
/ Attention Deficit Disorder with Hyperactivity - pathology
/ Brain - diagnostic imaging
/ Brain - drug effects
/ Brain - pathology
/ Child
/ childhood
/ developmental neuroscience
/ Diffusion Magnetic Resonance Imaging
/ Diffusion Tensor Imaging
/ DTI
/ DWI
/ environmental neuroscience
/ Female
/ fixel‐based analysis
/ Humans
/ Male
/ neurodevelopment
/ Nitrogen Dioxide - adverse effects
/ Particulate Matter - adverse effects
/ Pregnancy
/ Prenatal Exposure Delayed Effects - diagnostic imaging
/ white matter
/ White Matter - diagnostic imaging
/ White Matter - pathology
2025
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The Impact of Early Life Exposure to Air Pollution on the Brain: A Diffusion MRI Study in 10–13‐Year‐Old Children With and Without ADHD Diagnosis
by
Skotak, Krzysztof
, Kossowski, Bartosz
, Mysak, Yarema
, Sitnik‐Warchulska, Katarzyna
, Domagalik, Aleksandra
, Kaczmarek‐Majer, Katarzyna
, Bajada, Claude J.
, Degórska, Anna
, Baumbach, Clemens
, Izydorczyk, Bernadetta
, Szwed, Marcin
, Lipowska, Małgorzata
, Markevych, Iana
, Lewandowska, Paulina
, Grellier, James
in
adolescence
/ Adolescent
/ Air Pollutants - adverse effects
/ air pollution
/ Air Pollution - adverse effects
/ Attention Deficit Disorder with Hyperactivity - diagnostic imaging
/ Attention Deficit Disorder with Hyperactivity - pathology
/ Brain - diagnostic imaging
/ Brain - drug effects
/ Brain - pathology
/ Child
/ childhood
/ developmental neuroscience
/ Diffusion Magnetic Resonance Imaging
/ Diffusion Tensor Imaging
/ DTI
/ DWI
/ environmental neuroscience
/ Female
/ fixel‐based analysis
/ Humans
/ Male
/ neurodevelopment
/ Nitrogen Dioxide - adverse effects
/ Particulate Matter - adverse effects
/ Pregnancy
/ Prenatal Exposure Delayed Effects - diagnostic imaging
/ white matter
/ White Matter - diagnostic imaging
/ White Matter - pathology
2025
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The Impact of Early Life Exposure to Air Pollution on the Brain: A Diffusion MRI Study in 10–13‐Year‐Old Children With and Without ADHD Diagnosis
Journal Article
The Impact of Early Life Exposure to Air Pollution on the Brain: A Diffusion MRI Study in 10–13‐Year‐Old Children With and Without ADHD Diagnosis
2025
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Overview
ABSTRACT
Recent studies indicate that air pollutants not only increase the risk of cardiovascular and respiratory diseases but also have a negative impact on the developing brain. Exposure to airborne particulate matter (PM) and nitrogen dioxide (NO2) may lead to disruption of neural development by interfering with critical maturation processes. In this study, we assessed the impact of prenatal and early life PM10 and NO2 exposure on diffusion Magnetic Resonance Imaging (dMRI) structural measures: fractional anisotropy (FA), mean diffusivity (MD), and fixel‐based analysis (FBA) on a population of 425 10‐ to 13‐year‐old children with attention deficit hyperactivity disorder (ADHD, n = 116), a sensitive, at‐risk population, and typically developing children (TD, n = 309) from the NeuroSmog study. Unlike traditional voxel‐based methods, FBA allows identification of distinct fiber bundles within voxels. We show that early life exposure to NO2 was associated with lower global FA and higher MD measures. However, despite having a large sample size and using state‐of‐the‐art techniques, we found no significant fixel‐level associations. Notably, we found no evidence that individuals with ADHD are more susceptible to the effects of air pollution. Combined with other studies, our results suggest that dMRI measures are the brain outcomes most consistently affected by air pollution.
We explored the association between air pollution and global brain measures and fixel‐specific white matter measures in Polish 10–13‐year‐s old children, with and without ADHD. Global measures were associated with NO2 and PM10 but an insignificant interaction between ADHD and pollutants. No associations between air pollution and fixel‐specific measures. Children and air pollution icons are created by Freepik—Flaticon. Brain icon was downloaded from Pixabay.
Publisher
John Wiley & Sons, Inc
Subject
/ Air Pollutants - adverse effects
/ Air Pollution - adverse effects
/ Attention Deficit Disorder with Hyperactivity - diagnostic imaging
/ Attention Deficit Disorder with Hyperactivity - pathology
/ Child
/ Diffusion Magnetic Resonance Imaging
/ DTI
/ DWI
/ Female
/ Humans
/ Male
/ Nitrogen Dioxide - adverse effects
/ Particulate Matter - adverse effects
/ Prenatal Exposure Delayed Effects - diagnostic imaging
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